{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7edbd62d840b","filters":{"venue":"Studies in linguistics and philosophy"}},"results":[{"id":"W1542185488","doi":"10.1007/978-1-4020-8310-5","title":"Compositionality, Context and Semantic Values","year":2008,"lang":"en","type":"book","venue":"Studies in linguistics and philosophy","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Principle of compositionality; Context (archaeology); Computer science; Natural language processing; Artificial intelligence; Geology; Paleontology","authors":[{"name":"Robert J. Stainton","is_ca":true},{"name":"Christopher Viger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1251623017388093,"gpt":0.3107668267321859,"spread":0.1856045249933766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001598597,0.0007788304,0.0006759037,0.001779872,0.001936466,0.006678706,0.001009668,0.001687936,0.00683301],"category_scores_gemma":[0.003812588,0.0007454029,0.000576094,0.002847803,0.01738359,0.01638807,0.001817972,0.002863102,0.0008508284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650627,"about_ca_system_score_gemma":0.001182804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605248,"about_ca_topic_score_gemma":0.002161408,"domain_scores_codex":[0.9988926,0.0005884937,0.00007640433,0.0001743231,0.0002043053,0.00006387036],"domain_scores_gemma":[0.9985942,0.001012705,0.00007881401,0.0001685009,0.0001076572,0.00003819085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007752507,0.00000443226,0.00006136017,0.00003239247,0.000004233682,0.00002522683,0.00066329,0.0001089473,0.0001089476,0.9943721,0.0006343817,0.003976877],"study_design_scores_gemma":[0.00000459894,0.000003576787,0.00009644915,0.00002041045,0.000005221276,0.00004123794,0.0002678806,0.0002277761,0.0001114516,0.9881411,0.0110774,0.000003011348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05351477,0.03787542,0.2105594,0.01135005,0.0007569602,0.00008080983,0.0003633702,0.0002758896,0.6852234],"genre_scores_gemma":[0.8948632,0.008218534,0.05517448,0.000807402,0.0009029557,0.0001964186,0.000481616,0.0002453514,0.03911011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00683301,"threshold_uncertainty_score":0.02285874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808887575","doi":"10.1007/978-3-319-75441-3_1","title":"The Epistemologies of Linguistic Science: Reassessing Structuralism, Redefining the Sememe","year":2018,"lang":"en","type":"book-chapter","venue":"Studies in linguistics and philosophy","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Meaning (existential); Linguistics; Structuralism (philosophy of science); Context (archaeology); Epistemology; Consistency (knowledge bases); Ordinary language philosophy; Scope (computer science); Philosophy; Sociology; Computer science; History; Western philosophy; Artificial intelligence","authors":[{"name":"Thomas Caldwell","is_ca":false},{"name":"Oliver Cresswell","is_ca":false},{"name":"Robert J. Stainton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1509688320694615,"gpt":0.3550972745435713,"spread":0.2041284424741097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006477498,0.0007000964,0.0008083232,0.003151168,0.004166842,0.009678472,0.002208532,0.002773968,0.004731851],"category_scores_gemma":[0.0130074,0.0005294976,0.0006695547,0.002751276,0.0563835,0.02436293,0.004637279,0.008912074,0.00110153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004057898,"about_ca_system_score_gemma":0.004964372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723938,"about_ca_topic_score_gemma":0.003911268,"domain_scores_codex":[0.9950476,0.003506028,0.0001700204,0.0003852858,0.0007374863,0.0001537271],"domain_scores_gemma":[0.990155,0.007579768,0.0002591442,0.001081332,0.0007336868,0.0001910846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000450562,0.000003940148,0.00003768123,0.0000361002,0.000001583931,0.00001101139,0.002692139,0.00004821388,0.0000623593,0.9905687,0.001767734,0.004766199],"study_design_scores_gemma":[0.000003821565,0.000004708254,0.00005726444,0.00009038013,0.000002419853,0.00003404318,0.001260156,0.0002708606,0.0001720146,0.9620283,0.03607164,0.000004362204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03539604,0.04073554,0.2334454,0.1501448,0.005127391,0.0000731283,0.0002686124,0.0004426572,0.5343665],"genre_scores_gemma":[0.8082277,0.0150192,0.1043322,0.008310254,0.004999998,0.0002741389,0.0003264997,0.00157308,0.05693704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9958332,"threshold_uncertainty_score":0.03425676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1717969000","doi":"10.1007/978-3-319-75441-3_6","title":"The Molecular Sememe: A Model for Literary Interpretation","year":2018,"lang":"en","type":"book-chapter","venue":"Studies in linguistics and philosophy","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Meaning (existential); Context (archaeology); Interpretation (philosophy); Linguistics; Argument (complex analysis); Poetry; Set (abstract data type); Literary criticism; Philosophy; Literature; Epistemology; Computer science; History; Art; Chemistry","authors":[{"name":"Thomas Caldwell","is_ca":false},{"name":"Oliver Cresswell","is_ca":false},{"name":"Robert J. Stainton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06847001005707931,"gpt":0.3265602795214686,"spread":0.2580902694643893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008845423,0.001019989,0.0005073555,0.002322791,0.001693149,0.007093302,0.002171139,0.002271436,0.02100386],"category_scores_gemma":[0.002195519,0.0005502022,0.001082311,0.002073802,0.00739964,0.01519581,0.002160763,0.002833459,0.00593564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509071,"about_ca_system_score_gemma":0.001178646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009442146,"about_ca_topic_score_gemma":0.000919188,"domain_scores_codex":[0.9991404,0.0004797309,0.00004845748,0.0001388792,0.0001443521,0.00004814957],"domain_scores_gemma":[0.9992253,0.000391876,0.00004165533,0.0001635674,0.0001364638,0.000041122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006502835,0.000003775729,0.0000234398,0.00002750486,0.000002857254,0.00002772354,0.0004911925,0.0001874251,0.0001748808,0.9921899,0.001279462,0.005585279],"study_design_scores_gemma":[0.000006739484,0.000008837915,0.000038169,0.00003857902,0.000006808634,0.0001071096,0.0002911726,0.003841383,0.00028772,0.9636707,0.03169462,0.000008214001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01221431,0.002448217,0.5904578,0.006914166,0.0009967262,0.0001197678,0.0006426066,0.001033196,0.3851733],"genre_scores_gemma":[0.6497774,0.002678796,0.2210025,0.001450989,0.001766457,0.0005295605,0.001253314,0.00174702,0.119794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02100386,"threshold_uncertainty_score":0.07026488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809382581","doi":"10.1007/978-3-319-75441-3_7","title":"The Rhetoric of Plain Fact: Stevens’ “No Possum, No Sop, No Taters”","year":2018,"lang":"en","type":"book-chapter","venue":"Studies in linguistics and philosophy","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Rhetoric; Poetry; Rhetorical question; Phenomenology (philosophy); Meaning (existential); Perception; Literature; Criticism; Philosophy; Aesthetics; Art; Epistemology; Linguistics","authors":[{"name":"Thomas Caldwell","is_ca":false},{"name":"Oliver Cresswell","is_ca":false},{"name":"Robert J. Stainton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07525074806447625,"gpt":0.2927961041108181,"spread":0.2175453560463419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003133621,0.0006257092,0.000428224,0.001298662,0.006417656,0.008140483,0.0008106218,0.004284437,0.005984422],"category_scores_gemma":[0.0109347,0.0005944814,0.0003457507,0.001139372,0.02245294,0.01060668,0.002115038,0.008136168,0.001386599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002653521,"about_ca_system_score_gemma":0.002165533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008816379,"about_ca_topic_score_gemma":0.01813234,"domain_scores_codex":[0.9960902,0.002429903,0.0001240373,0.0005236124,0.0006341985,0.0001979183],"domain_scores_gemma":[0.995352,0.003318126,0.0002240712,0.0003803379,0.0005715402,0.0001538758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008718552,0.000002618141,0.00004404731,0.00002449847,0.000002141984,0.00002900013,0.009133358,0.00001826068,0.00007404926,0.9713324,0.01721226,0.002118696],"study_design_scores_gemma":[0.00001406874,0.00001246037,0.0003517614,0.0003036245,0.00001969011,0.0002312834,0.007760224,0.000251076,0.0005007812,0.4419116,0.548619,0.0000244671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01324767,0.009785092,0.01726053,0.09829355,0.006423652,0.00003671501,0.0001674136,0.000159699,0.8546256],"genre_scores_gemma":[0.8097489,0.002426025,0.006412162,0.01853023,0.0028639,0.00007394365,0.0001169662,0.0005702879,0.1592575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008816379,"threshold_uncertainty_score":0.02001989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}